Field	Value
Method	OptiQ mixed-precision MLX
Target BPW	6
Achieved BPW	6.12
Candidate bits	4, 8
Group size	64
Calibration	optiq (24 samples)
Model size	18.64 GiB
Layer allocation	163 high-bit / 228 low-bit
Layer policy entries	391

Notes

This is a text-only MLX export; vision components are omitted.
Native MTP is disabled for this build.
The original model is multimodal; this repository contains only the language model weights.
Built from the bf16 source snapshot listed above.

Usage

bash

huggingface-cli download dawncr0w/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive-OptiQ-6bpw-MLX --local-dir Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive-OptiQ-6bpw-MLX
python -m mlx_lm.generate --model Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive-OptiQ-6bpw-MLX --prompt "Write a short greeting."